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Alexander Donchuk's Projects

albumentations icon albumentations

fast image augmentation library and easy to use wrapper around other libraries

crnn-pytorch icon crnn-pytorch

Pytorch implementation of OCR system using CRNN + CTCLoss

differnet icon differnet

This is the official repository to the WACV 2021 paper "Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows" by Marco Rudolph, Bastian Wandt and Bodo Rosenhahn.

donkeycar icon donkeycar

Open source hardware and software platform to build a small scale self driving car.

learning3d icon learning3d

This is a complete package of recent deep learning methods for 3D point clouds in pytorch (with pretrained models).

mahalanobisad-pytorch icon mahalanobisad-pytorch

PyTorch implementation of "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection"

pixelwiseregression icon pixelwiseregression

PyTorch release for paper "Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable Decoder"

pytorch-saltnet icon pytorch-saltnet

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

real-time-gesrec icon real-time-gesrec

Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101

roaddetector icon roaddetector

Winning Solutions from SpaceNet Road Detection and Routing Challenge

spade-pytorch icon spade-pytorch

PyTorch implementation of "Sub-Image Anomaly Detection with Deep Pyramid Correspondences"

ternausnetv2 icon ternausnetv2

TernausNetV2: Fully Convolutional Network for Instance Segmentation

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